Giłujsze [ɡiˈwui̯ʂɛ], (Lithuanian: Giluišiai), is a village in the administrative district of Gmina Puńsk, within Sejny County, Podlaskie Voivodeship, in north-eastern Poland, close to the border with Lithuania.